Fold 0 - Understanding why coefficient -12561 was selected
Tag: UN'ESTATE ITALIANA
Selected Coefficient: -12561
Taxonomy Path: -0.1.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -12561 | 1.000160 | -0.1.2 | -2.1.0 (-(2*79^2 + 79)) | Yes | |
| 56090 | 1.000320 | 0.78.8 | 8.78.0 (8*79^2 + 78*79) | No | |
| 93695 | 3.000000 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
These are the training products that have the "UN'ESTATE ITALIANA" tag (processing sequence 2975). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 6713 | Gonna Salentina | 93695 | Apparel & Accessories > Clothing > Skirts | none | 106256 | Apparel & Accessories > Clothing Accessories > Hats | none |
| 6804 | Gonna Alberobello | 56090 | ABRICOT ATELIER | 68651 | none | ||
| 6714 | Maxi Abito Taormina | -12561 | ABRICOT ATELIER | 0 | none | ||
| 6811 | Abitino Firenze | -12561 | ABRICOT ATELIER | 0 | none |